Dataset statistics
| Number of variables | 90 |
|---|---|
| Number of observations | 59381 |
| Missing cells | 226163 |
| Missing cells (%) | 4.2% |
| Duplicate rows | 9769 |
| Duplicate rows (%) | 16.5% |
| Total size in memory | 40.8 MiB |
| Average record size in memory | 720.0 B |
Variable types
| BOOL | 48 |
|---|---|
| CAT | 35 |
| NUM | 7 |
Reproduction
| Analysis started | 2020-06-11 14:07:38.921731 |
|---|---|
| Analysis finished | 2020-06-11 14:09:25.824722 |
| Duration | 1 minute and 46.9 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Dataset has 9769 (16.5%) duplicate rows | Duplicates |
Medical_History_26 is highly correlated with Medical_History_25 and 1 other fields | High correlation |
Medical_History_25 is highly correlated with Medical_History_26 and 1 other fields | High correlation |
Medical_History_36 is highly correlated with Medical_History_25 and 1 other fields | High correlation |
Medical_Keyword_11 is highly correlated with Medical_History_37 | High correlation |
Medical_History_37 is highly correlated with Medical_Keyword_11 | High correlation |
Medical_Keyword_23 is highly correlated with Medical_History_33 | High correlation |
Medical_History_33 is highly correlated with Medical_Keyword_23 | High correlation |
Medical_Keyword_48 is highly correlated with Medical_History_6 | High correlation |
Medical_History_6 is highly correlated with Medical_Keyword_48 | High correlation |
Medical_History_1 has 8889 (15.0%) missing values | Missing |
Medical_History_10 has 58824 (99.1%) missing values | Missing |
Medical_History_15 has 44596 (75.1%) missing values | Missing |
Medical_History_24 has 55580 (93.6%) missing values | Missing |
Medical_History_32 has 58274 (98.1%) missing values | Missing |
Medical_History_1 has 4789 (8.1%) zeros | Zeros |
Medical_History_15 has 2135 (3.6%) zeros | Zeros |
Medical_History_24 has 769 (1.3%) zeros | Zeros |
Medical_History_32 has 744 (1.3%) zeros | Zeros |
| Distinct count | 171 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 8889 |
| Missing (%) | 15.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.962172225303019 |
|---|---|
| Minimum | 0.0 |
| Maximum | 240.0 |
| Zeros | 4789 |
| Zeros (%) | 8.1% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 9 |
| 95-th percentile | 27 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 13.02769726 |
|---|---|
| Coefficient of variation (CV) | 1.636198877 |
| Kurtosis | 51.13486082 |
| Mean | 7.962172225 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.63523878 |
| Sum | 402026 |
| Variance | 169.7208958 |
| Value | Count | Frequency (%) | |
| 1 | 7657 | 12.9% | |
| 2 | 5727 | 9.6% | |
| 0 | 4789 | 8.1% | |
| 3 | 4722 | 8.0% | |
| 4 | 3668 | 6.2% | |
| 5 | 3149 | 5.3% | |
| 6 | 3017 | 5.1% | |
| 7 | 2082 | 3.5% | |
| 12 | 1738 | 2.9% | |
| 8 | 1618 | 2.7% | |
| Other values (161) | 12325 | 20.8% | |
| (Missing) | 8889 | 15.0% |
| Value | Count | Frequency (%) | |
| 0 | 4789 | 8.1% | |
| 1 | 7657 | 12.9% | |
| 2 | 5727 | 9.6% | |
| 3 | 4722 | 8.0% | |
| 4 | 3668 | 6.2% |
| Value | Count | Frequency (%) | |
| 240 | 3 | < 0.1% | |
| 239 | 1 | < 0.1% | |
| 229 | 1 | < 0.1% | |
| 228 | 1 | < 0.1% | |
| 223 | 1 | < 0.1% |
Medical_History_2
Real number (ℝ≥0)
| Distinct count | 579 |
|---|---|
| Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 253.98710025092203 |
|---|---|
| Minimum | 1 |
| Maximum | 648 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 112 |
| median | 162 |
| Q3 | 418 |
| 95-th percentile | 579 |
| Maximum | 648 |
| Range | 647 |
| Interquartile range (IQR) | 306 |
Descriptive statistics
| Standard deviation | 178.6211541 |
|---|---|
| Coefficient of variation (CV) | 0.7032686065 |
| Kurtosis | -0.931750075 |
| Mean | 253.9871003 |
| Median Absolute Deviation (MAD) | 99 |
| Skewness | 0.5939859107 |
| Sum | 15082008 |
| Variance | 31905.51667 |
| Value | Count | Frequency (%) | |
| 112 | 11027 | 18.6% | |
| 162 | 8343 | 14.0% | |
| 491 | 5797 | 9.8% | |
| 335 | 3032 | 5.1% | |
| 161 | 2942 | 5.0% | |
| 16 | 2920 | 4.9% | |
| 261 | 2303 | 3.9% | |
| 478 | 1957 | 3.3% | |
| 3 | 1442 | 2.4% | |
| 628 | 1186 | 2.0% | |
| Other values (569) | 18432 | 31.0% |
| Value | Count | Frequency (%) | |
| 1 | 24 | < 0.1% | |
| 2 | 9 | < 0.1% | |
| 3 | 1442 | 2.4% | |
| 5 | 5 | < 0.1% | |
| 6 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 648 | 1 | < 0.1% | |
| 647 | 1 | < 0.1% | |
| 646 | 1 | < 0.1% | |
| 645 | 1 | < 0.1% | |
| 644 | 1 | < 0.1% |
Medical_History_3
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 3 | 6071 |
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 2 | 53306 | 89.8% | |
| 3 | 6071 | 10.2% | |
| 1 | 4 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_4
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 38887 | 65.5% | |
| 1 | 20494 | 34.5% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_5
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | 433 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 58946 | 99.3% | |
| 2 | 433 | 0.7% | |
| 3 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 3268 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 3 | 56111 | 94.5% | |
| 1 | 3268 | 5.5% | |
| 2 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_7
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 3 | 1251 |
| 1 | 522 |
| Value | Count | Frequency (%) | |
| 2 | 57608 | 97.0% | |
| 3 | 1251 | 2.1% | |
| 1 | 522 | 0.9% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_8
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 3 | 3887 |
| 1 | 1269 |
| Value | Count | Frequency (%) | |
| 2 | 54225 | 91.3% | |
| 3 | 3887 | 6.5% | |
| 1 | 1269 | 2.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_9
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 4 |
| Value | Count | Frequency (%) | |
| 2 | 45712 | 77.0% | |
| 1 | 13665 | 23.0% | |
| 3 | 4 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 103 |
|---|---|
| Unique (%) | 18.5% |
| Missing | 58824 |
| Missing (%) | 99.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 141.1184919210054 |
|---|---|
| Minimum | 0.0 |
| Maximum | 240.0 |
| Zeros | 75 |
| Zeros (%) | 0.1% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 8 |
| median | 229 |
| Q3 | 240 |
| 95-th percentile | 240 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 232 |
Descriptive statistics
| Standard deviation | 107.7595593 |
|---|---|
| Coefficient of variation (CV) | 0.7636104798 |
| Kurtosis | -1.771628535 |
| Mean | 141.1184919 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.3099682123 |
| Sum | 78603 |
| Variance | 11612.12263 |
| Value | Count | Frequency (%) | |
| 240 | 270 | 0.5% | |
| 0 | 75 | 0.1% | |
| 1 | 22 | < 0.1% | |
| 2 | 13 | < 0.1% | |
| 5 | 10 | < 0.1% | |
| 8 | 6 | < 0.1% | |
| 4 | 5 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 120 | 4 | < 0.1% | |
| 111 | 4 | < 0.1% | |
| Other values (93) | 143 | 0.2% | |
| (Missing) | 58824 | 99.1% |
| Value | Count | Frequency (%) | |
| 0 | 75 | 0.1% | |
| 1 | 22 | < 0.1% | |
| 2 | 13 | < 0.1% | |
| 3 | 5 | < 0.1% | |
| 4 | 5 | < 0.1% |
| Value | Count | Frequency (%) | |
| 240 | 270 | 0.5% | |
| 238 | 1 | < 0.1% | |
| 237 | 1 | < 0.1% | |
| 236 | 2 | < 0.1% | |
| 235 | 1 | < 0.1% |
Medical_History_11
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 2 | 190 |
| 1 | 88 |
| Value | Count | Frequency (%) | |
| 3 | 59103 | 99.5% | |
| 2 | 190 | 0.3% | |
| 1 | 88 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_12
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 3 | 3362 |
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 2 | 56018 | 94.3% | |
| 3 | 3362 | 5.7% | |
| 1 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_13
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 6883 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 3 | 52496 | 88.4% | |
| 1 | 6883 | 11.6% | |
| 2 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_14
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 2 | 1356 |
| 1 | 256 |
| Value | Count | Frequency (%) | |
| 3 | 57769 | 97.3% | |
| 2 | 1356 | 2.3% | |
| 1 | 256 | 0.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 241 |
|---|---|
| Unique (%) | 1.6% |
| Missing | 44596 |
| Missing (%) | 75.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 123.76097396009469 |
|---|---|
| Minimum | 0.0 |
| Maximum | 240.0 |
| Zeros | 2135 |
| Zeros (%) | 3.6% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 17 |
| median | 117 |
| Q3 | 240 |
| 95-th percentile | 240 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 223 |
Descriptive statistics
| Standard deviation | 98.51620609 |
|---|---|
| Coefficient of variation (CV) | 0.7960199644 |
| Kurtosis | -1.685713871 |
| Mean | 123.760974 |
| Median Absolute Deviation (MAD) | 114 |
| Skewness | 0.01707845706 |
| Sum | 1829806 |
| Variance | 9705.442863 |
| Value | Count | Frequency (%) | |
| 240 | 4566 | 7.7% | |
| 0 | 2135 | 3.6% | |
| 1 | 237 | 0.4% | |
| 2 | 132 | 0.2% | |
| 12 | 132 | 0.2% | |
| 14 | 122 | 0.2% | |
| 13 | 110 | 0.2% | |
| 15 | 110 | 0.2% | |
| 3 | 109 | 0.2% | |
| 16 | 87 | 0.1% | |
| Other values (231) | 7045 | 11.9% | |
| (Missing) | 44596 | 75.1% |
| Value | Count | Frequency (%) | |
| 0 | 2135 | 3.6% | |
| 1 | 237 | 0.4% | |
| 2 | 132 | 0.2% | |
| 3 | 109 | 0.2% | |
| 4 | 74 | 0.1% |
| Value | Count | Frequency (%) | |
| 240 | 4566 | 7.7% | |
| 239 | 25 | < 0.1% | |
| 238 | 40 | 0.1% | |
| 237 | 34 | 0.1% | |
| 236 | 32 | 0.1% |
Medical_History_16
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 3 | 9724 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 49656 | 83.6% | |
| 3 | 9724 | 16.4% | |
| 2 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_17
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 2 | 1304 |
| 1 | 1 |
| Value | Count | Frequency (%) | |
| 3 | 58076 | 97.8% | |
| 2 | 1304 | 2.2% | |
| 1 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_18
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | 3159 |
| 3 | 10 |
| Value | Count | Frequency (%) | |
| 1 | 56212 | 94.7% | |
| 2 | 3159 | 5.3% | |
| 3 | 10 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_19
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | 2036 |
| 3 | 5 |
| Value | Count | Frequency (%) | |
| 1 | 57340 | 96.6% | |
| 2 | 2036 | 3.4% | |
| 3 | 5 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_20
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 1 | 887 |
| 3 | 1 |
| Value | Count | Frequency (%) | |
| 2 | 58493 | 98.5% | |
| 1 | 887 | 1.5% | |
| 3 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_21
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | 6464 |
| 3 | 4 |
| Value | Count | Frequency (%) | |
| 1 | 52913 | 89.1% | |
| 2 | 6464 | 10.9% | |
| 3 | 4 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_22
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 1 | 1090 |
| Value | Count | Frequency (%) | |
| 2 | 58291 | 98.2% | |
| 1 | 1090 | 1.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_23
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 3 | 45370 | 76.4% | |
| 1 | 14010 | 23.6% | |
| 2 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 227 |
|---|---|
| Unique (%) | 6.0% |
| Missing | 55580 |
| Missing (%) | 93.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.63562220468298 |
|---|---|
| Minimum | 0.0 |
| Maximum | 240.0 |
| Zeros | 769 |
| Zeros (%) | 1.3% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 64 |
| 95-th percentile | 240 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 63 |
Descriptive statistics
| Standard deviation | 78.14906865 |
|---|---|
| Coefficient of variation (CV) | 1.543361476 |
| Kurtosis | 0.9684008811 |
| Mean | 50.6356222 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 1.557421322 |
| Sum | 192466 |
| Variance | 6107.276931 |
| Value | Count | Frequency (%) | |
| 0 | 769 | 1.3% | |
| 1 | 408 | 0.7% | |
| 240 | 338 | 0.6% | |
| 2 | 193 | 0.3% | |
| 3 | 163 | 0.3% | |
| 4 | 94 | 0.2% | |
| 6 | 93 | 0.2% | |
| 5 | 88 | 0.1% | |
| 12 | 85 | 0.1% | |
| 8 | 68 | 0.1% | |
| Other values (217) | 1502 | 2.5% | |
| (Missing) | 55580 | 93.6% |
| Value | Count | Frequency (%) | |
| 0 | 769 | 1.3% | |
| 1 | 408 | 0.7% | |
| 2 | 193 | 0.3% | |
| 3 | 163 | 0.3% | |
| 4 | 94 | 0.2% |
| Value | Count | Frequency (%) | |
| 240 | 338 | 0.6% | |
| 239 | 3 | < 0.1% | |
| 238 | 4 | < 0.1% | |
| 237 | 2 | < 0.1% | |
| 236 | 4 | < 0.1% |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 236 |
| Value | Count | Frequency (%) | |
| 1 | 48040 | 80.9% | |
| 2 | 11105 | 18.7% | |
| 3 | 236 | 0.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 | 3 |
| Value | Count | Frequency (%) | |
| 3 | 48041 | 80.9% | |
| 2 | 11337 | 19.1% | |
| 1 | 3 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_27
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 584 |
| 2 | 7 |
| Value | Count | Frequency (%) | |
| 3 | 58790 | 99.0% | |
| 1 | 584 | 1.0% | |
| 2 | 7 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_28
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | 3985 |
| 3 | 3 |
| Value | Count | Frequency (%) | |
| 1 | 55393 | 93.3% | |
| 2 | 3985 | 6.7% | |
| 3 | 3 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_29
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 | 3 |
| Value | Count | Frequency (%) | |
| 3 | 45802 | 77.1% | |
| 1 | 13576 | 22.9% | |
| 2 | 3 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_30
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 3 | 2425 |
| 1 | 4 |
| Value | Count | Frequency (%) | |
| 2 | 56952 | 95.9% | |
| 3 | 2425 | 4.1% | |
| 1 | 4 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_31
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 437 |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 3 | 58943 | 99.3% | |
| 1 | 437 | 0.7% | |
| 2 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 95 |
|---|---|
| Unique (%) | 8.6% |
| Missing | 58274 |
| Missing (%) | 98.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.965672990063235 |
|---|---|
| Minimum | 0.0 |
| Maximum | 240.0 |
| Zeros | 744 |
| Zeros (%) | 1.3% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 85.8 |
| Maximum | 240 |
| Range | 240 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 38.71877434 |
|---|---|
| Coefficient of variation (CV) | 3.235820866 |
| Kurtosis | 19.74060953 |
| Mean | 11.96567299 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.342796359 |
| Sum | 13246 |
| Variance | 1499.143486 |
| Value | Count | Frequency (%) | |
| 0 | 744 | 1.3% | |
| 1 | 73 | 0.1% | |
| 2 | 35 | 0.1% | |
| 3 | 23 | < 0.1% | |
| 240 | 15 | < 0.1% | |
| 5 | 15 | < 0.1% | |
| 6 | 11 | < 0.1% | |
| 13 | 11 | < 0.1% | |
| 4 | 11 | < 0.1% | |
| 10 | 9 | < 0.1% | |
| Other values (85) | 160 | 0.3% | |
| (Missing) | 58274 | 98.1% |
| Value | Count | Frequency (%) | |
| 0 | 744 | 1.3% | |
| 1 | 73 | 0.1% | |
| 2 | 35 | 0.1% | |
| 3 | 23 | < 0.1% | |
| 4 | 11 | < 0.1% |
| Value | Count | Frequency (%) | |
| 240 | 15 | < 0.1% | |
| 227 | 1 | < 0.1% | |
| 219 | 1 | < 0.1% | |
| 218 | 1 | < 0.1% | |
| 184 | 1 | < 0.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 5801 |
| Value | Count | Frequency (%) | |
| 3 | 53580 | 90.2% | |
| 1 | 5801 | 9.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_34
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 9230 |
| 2 | 3 |
| Value | Count | Frequency (%) | |
| 3 | 50148 | 84.5% | |
| 1 | 9230 | 15.5% | |
| 2 | 3 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_35
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 3 | 60 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 1 | 59319 | 99.9% | |
| 3 | 60 | 0.1% | |
| 2 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 3 | |
| 1 | 683 |
| Value | Count | Frequency (%) | |
| 2 | 47358 | 79.8% | |
| 3 | 11340 | 19.1% | |
| 1 | 683 | 1.2% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 2 | |
|---|---|
| 1 | 3660 |
| 3 | 2 |
| Value | Count | Frequency (%) | |
| 2 | 55719 | 93.8% | |
| 1 | 3660 | 6.2% | |
| 3 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_38
Categorical
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 2 | 288 |
| Value | Count | Frequency (%) | |
| 1 | 59093 | 99.5% | |
| 2 | 288 | 0.5% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_39
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 5025 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 3 | 54354 | 91.5% | |
| 1 | 5025 | 8.5% | |
| 2 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_40
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 3 | |
|---|---|
| 1 | 961 |
| 2 | 2 |
| Value | Count | Frequency (%) | |
| 3 | 58418 | 98.4% | |
| 1 | 961 | 1.6% | |
| 2 | 2 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_History_41
Categorical
| Distinct count | 3 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | 1 |
| Value | Count | Frequency (%) | |
| 1 | 40347 | 67.9% | |
| 3 | 19033 | 32.1% | |
| 2 | 1 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Medical_Keyword_1
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 2494 |
| Value | Count | Frequency (%) | |
| 0 | 56887 | 95.8% | |
| 1 | 2494 | 4.2% |
Medical_Keyword_2
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 531 |
| Value | Count | Frequency (%) | |
| 0 | 58850 | 99.1% | |
| 1 | 531 | 0.9% |
Medical_Keyword_3
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 2926 |
| Value | Count | Frequency (%) | |
| 0 | 56455 | 95.1% | |
| 1 | 2926 | 4.9% |
Medical_Keyword_4
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 864 |
| Value | Count | Frequency (%) | |
| 0 | 58517 | 98.5% | |
| 1 | 864 | 1.5% |
Medical_Keyword_5
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 512 |
| Value | Count | Frequency (%) | |
| 0 | 58869 | 99.1% | |
| 1 | 512 | 0.9% |
Medical_Keyword_6
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 748 |
| Value | Count | Frequency (%) | |
| 0 | 58633 | 98.7% | |
| 1 | 748 | 1.3% |
Medical_Keyword_7
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 826 |
| Value | Count | Frequency (%) | |
| 0 | 58555 | 98.6% | |
| 1 | 826 | 1.4% |
Medical_Keyword_8
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 618 |
| Value | Count | Frequency (%) | |
| 0 | 58763 | 99.0% | |
| 1 | 618 | 1.0% |
Medical_Keyword_9
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 395 |
| Value | Count | Frequency (%) | |
| 0 | 58986 | 99.3% | |
| 1 | 395 | 0.7% |
Medical_Keyword_10
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 2165 |
| Value | Count | Frequency (%) | |
| 0 | 57216 | 96.4% | |
| 1 | 2165 | 3.6% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 3445 |
| Value | Count | Frequency (%) | |
| 0 | 55936 | 94.2% | |
| 1 | 3445 | 5.8% |
Medical_Keyword_12
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 594 |
| Value | Count | Frequency (%) | |
| 0 | 58787 | 99.0% | |
| 1 | 594 | 1.0% |
Medical_Keyword_13
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 354 |
| Value | Count | Frequency (%) | |
| 0 | 59027 | 99.4% | |
| 1 | 354 | 0.6% |
Medical_Keyword_14
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 466 |
| Value | Count | Frequency (%) | |
| 0 | 58915 | 99.2% | |
| 1 | 466 | 0.8% |
Medical_Keyword_15
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 48071 | 81.0% | |
| 1 | 11310 | 19.0% |
Medical_Keyword_16
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 755 |
| Value | Count | Frequency (%) | |
| 0 | 58626 | 98.7% | |
| 1 | 755 | 1.3% |
Medical_Keyword_17
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 544 |
| Value | Count | Frequency (%) | |
| 0 | 58837 | 99.1% | |
| 1 | 544 | 0.9% |
Medical_Keyword_18
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 445 |
| Value | Count | Frequency (%) | |
| 0 | 58936 | 99.3% | |
| 1 | 445 | 0.7% |
Medical_Keyword_19
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 552 |
| Value | Count | Frequency (%) | |
| 0 | 58829 | 99.1% | |
| 1 | 552 | 0.9% |
Medical_Keyword_20
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 483 |
| Value | Count | Frequency (%) | |
| 0 | 58898 | 99.2% | |
| 1 | 483 | 0.8% |
Medical_Keyword_21
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 867 |
| Value | Count | Frequency (%) | |
| 0 | 58514 | 98.5% | |
| 1 | 867 | 1.5% |
Medical_Keyword_22
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 2207 |
| Value | Count | Frequency (%) | |
| 0 | 57174 | 96.3% | |
| 1 | 2207 | 3.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 5806 |
| Value | Count | Frequency (%) | |
| 0 | 53575 | 90.2% | |
| 1 | 5806 | 9.8% |
Medical_Keyword_24
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 1122 |
| Value | Count | Frequency (%) | |
| 0 | 58259 | 98.1% | |
| 1 | 1122 | 1.9% |
Medical_Keyword_25
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 5312 |
| Value | Count | Frequency (%) | |
| 0 | 54069 | 91.1% | |
| 1 | 5312 | 8.9% |
Medical_Keyword_26
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 798 |
| Value | Count | Frequency (%) | |
| 0 | 58583 | 98.7% | |
| 1 | 798 | 1.3% |
Medical_Keyword_27
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 704 |
| Value | Count | Frequency (%) | |
| 0 | 58677 | 98.8% | |
| 1 | 704 | 1.2% |
Medical_Keyword_28
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 887 |
| Value | Count | Frequency (%) | |
| 0 | 58494 | 98.5% | |
| 1 | 887 | 1.5% |
Medical_Keyword_29
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 698 |
| Value | Count | Frequency (%) | |
| 0 | 58683 | 98.8% | |
| 1 | 698 | 1.2% |
Medical_Keyword_30
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 1487 |
| Value | Count | Frequency (%) | |
| 0 | 57894 | 97.5% | |
| 1 | 1487 | 2.5% |
Medical_Keyword_31
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 647 |
| Value | Count | Frequency (%) | |
| 0 | 58734 | 98.9% | |
| 1 | 647 | 1.1% |
Medical_Keyword_32
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 1257 |
| Value | Count | Frequency (%) | |
| 0 | 58124 | 97.9% | |
| 1 | 1257 | 2.1% |
Medical_Keyword_33
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 1356 |
| Value | Count | Frequency (%) | |
| 0 | 58025 | 97.7% | |
| 1 | 1356 | 2.3% |
Medical_Keyword_34
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 1226 |
| Value | Count | Frequency (%) | |
| 0 | 58155 | 97.9% | |
| 1 | 1226 | 2.1% |
Medical_Keyword_35
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 412 |
| Value | Count | Frequency (%) | |
| 0 | 58969 | 99.3% | |
| 1 | 412 | 0.7% |
Medical_Keyword_36
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 618 |
| Value | Count | Frequency (%) | |
| 0 | 58763 | 99.0% | |
| 1 | 618 | 1.0% |
Medical_Keyword_37
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 3954 |
| Value | Count | Frequency (%) | |
| 0 | 55427 | 93.3% | |
| 1 | 3954 | 6.7% |
Medical_Keyword_38
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 406 |
| Value | Count | Frequency (%) | |
| 0 | 58975 | 99.3% | |
| 1 | 406 | 0.7% |
Medical_Keyword_39
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 811 |
| Value | Count | Frequency (%) | |
| 0 | 58570 | 98.6% | |
| 1 | 811 | 1.4% |
Medical_Keyword_40
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 3382 |
| Value | Count | Frequency (%) | |
| 0 | 55999 | 94.3% | |
| 1 | 3382 | 5.7% |
Medical_Keyword_41
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 597 |
| Value | Count | Frequency (%) | |
| 0 | 58784 | 99.0% | |
| 1 | 597 | 1.0% |
Medical_Keyword_42
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 2704 |
| Value | Count | Frequency (%) | |
| 0 | 56677 | 95.4% | |
| 1 | 2704 | 4.6% |
Medical_Keyword_43
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 636 |
| Value | Count | Frequency (%) | |
| 0 | 58745 | 98.9% | |
| 1 | 636 | 1.1% |
Medical_Keyword_44
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 447 |
| Value | Count | Frequency (%) | |
| 0 | 58934 | 99.2% | |
| 1 | 447 | 0.8% |
Medical_Keyword_45
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 813 |
| Value | Count | Frequency (%) | |
| 0 | 58568 | 98.6% | |
| 1 | 813 | 1.4% |
Medical_Keyword_46
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 504 |
| Value | Count | Frequency (%) | |
| 0 | 58877 | 99.2% | |
| 1 | 504 | 0.8% |
Medical_Keyword_47
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 1182 |
| Value | Count | Frequency (%) | |
| 0 | 58199 | 98.0% | |
| 1 | 1182 | 2.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 463.9 KiB |
| 0 | |
|---|---|
| 1 | 3236 |
| Value | Count | Frequency (%) | |
| 0 | 56145 | 94.6% | |
| 1 | 3236 | 5.4% |
Response
Real number (ℝ≥0)
| Distinct count | 8 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.636836698607299 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 463.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.45683306 |
|---|---|
| Coefficient of variation (CV) | 0.4358531552 |
| Kurtosis | -0.8222274182 |
| Mean | 5.636836699 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.7746691513 |
| Sum | 334721 |
| Variance | 6.036028687 |
| Value | Count | Frequency (%) | |
| 8 | 19489 | 32.8% | |
| 6 | 11233 | 18.9% | |
| 7 | 8027 | 13.5% | |
| 2 | 6552 | 11.0% | |
| 1 | 6207 | 10.5% | |
| 5 | 5432 | 9.1% | |
| 4 | 1428 | 2.4% | |
| 3 | 1013 | 1.7% |
| Value | Count | Frequency (%) | |
| 1 | 6207 | 10.5% | |
| 2 | 6552 | 11.0% | |
| 3 | 1013 | 1.7% | |
| 4 | 1428 | 2.4% | |
| 5 | 5432 | 9.1% |
| Value | Count | Frequency (%) | |
| 8 | 19489 | 32.8% | |
| 7 | 8027 | 13.5% | |
| 6 | 11233 | 18.9% | |
| 5 | 5432 | 9.1% | |
| 4 | 1428 | 2.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Medical_History_1 | Medical_History_2 | Medical_History_3 | Medical_History_4 | Medical_History_5 | Medical_History_6 | Medical_History_7 | Medical_History_8 | Medical_History_9 | Medical_History_10 | Medical_History_11 | Medical_History_12 | Medical_History_13 | Medical_History_14 | Medical_History_15 | Medical_History_16 | Medical_History_17 | Medical_History_18 | Medical_History_19 | Medical_History_20 | Medical_History_21 | Medical_History_22 | Medical_History_23 | Medical_History_24 | Medical_History_25 | Medical_History_26 | Medical_History_27 | Medical_History_28 | Medical_History_29 | Medical_History_30 | Medical_History_31 | Medical_History_32 | Medical_History_33 | Medical_History_34 | Medical_History_35 | Medical_History_36 | Medical_History_37 | Medical_History_38 | Medical_History_39 | Medical_History_40 | Medical_History_41 | Medical_Keyword_1 | Medical_Keyword_2 | Medical_Keyword_3 | Medical_Keyword_4 | Medical_Keyword_5 | Medical_Keyword_6 | Medical_Keyword_7 | Medical_Keyword_8 | Medical_Keyword_9 | Medical_Keyword_10 | Medical_Keyword_11 | Medical_Keyword_12 | Medical_Keyword_13 | Medical_Keyword_14 | Medical_Keyword_15 | Medical_Keyword_16 | Medical_Keyword_17 | Medical_Keyword_18 | Medical_Keyword_19 | Medical_Keyword_20 | Medical_Keyword_21 | Medical_Keyword_22 | Medical_Keyword_23 | Medical_Keyword_24 | Medical_Keyword_25 | Medical_Keyword_26 | Medical_Keyword_27 | Medical_Keyword_28 | Medical_Keyword_29 | Medical_Keyword_30 | Medical_Keyword_31 | Medical_Keyword_32 | Medical_Keyword_33 | Medical_Keyword_34 | Medical_Keyword_35 | Medical_Keyword_36 | Medical_Keyword_37 | Medical_Keyword_38 | Medical_Keyword_39 | Medical_Keyword_40 | Medical_Keyword_41 | Medical_Keyword_42 | Medical_Keyword_43 | Medical_Keyword_44 | Medical_Keyword_45 | Medical_Keyword_46 | Medical_Keyword_47 | Medical_Keyword_48 | Response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 4.0 | 112 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | NaN | 3 | 2 | 3 | 3 | 240.0 | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 1 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 1 | 5.0 | 412 | 2 | 1 | 1 | 3 | 2 | 2 | 1 | NaN | 3 | 2 | 3 | 3 | 0.0 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 1 | 1 | 2 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 |
| 2 | 10.0 | 3 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 2 | 2 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 3 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 3 | 0.0 | 350 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 4 | NaN | 162 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 2 | 2 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 3 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 5 | 6.0 | 491 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 2 | 1 | 2 | 2 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 1 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 6 | 5.0 | 600 | 3 | 2 | 1 | 3 | 2 | 2 | 1 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 1 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 7 | 6.0 | 145 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| 8 | 4.0 | 16 | 2 | 2 | 1 | 3 | 2 | 2 | 1 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 1 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 9 | NaN | 162 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 3 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
Last rows
| Medical_History_1 | Medical_History_2 | Medical_History_3 | Medical_History_4 | Medical_History_5 | Medical_History_6 | Medical_History_7 | Medical_History_8 | Medical_History_9 | Medical_History_10 | Medical_History_11 | Medical_History_12 | Medical_History_13 | Medical_History_14 | Medical_History_15 | Medical_History_16 | Medical_History_17 | Medical_History_18 | Medical_History_19 | Medical_History_20 | Medical_History_21 | Medical_History_22 | Medical_History_23 | Medical_History_24 | Medical_History_25 | Medical_History_26 | Medical_History_27 | Medical_History_28 | Medical_History_29 | Medical_History_30 | Medical_History_31 | Medical_History_32 | Medical_History_33 | Medical_History_34 | Medical_History_35 | Medical_History_36 | Medical_History_37 | Medical_History_38 | Medical_History_39 | Medical_History_40 | Medical_History_41 | Medical_Keyword_1 | Medical_Keyword_2 | Medical_Keyword_3 | Medical_Keyword_4 | Medical_Keyword_5 | Medical_Keyword_6 | Medical_Keyword_7 | Medical_Keyword_8 | Medical_Keyword_9 | Medical_Keyword_10 | Medical_Keyword_11 | Medical_Keyword_12 | Medical_Keyword_13 | Medical_Keyword_14 | Medical_Keyword_15 | Medical_Keyword_16 | Medical_Keyword_17 | Medical_Keyword_18 | Medical_Keyword_19 | Medical_Keyword_20 | Medical_Keyword_21 | Medical_Keyword_22 | Medical_Keyword_23 | Medical_Keyword_24 | Medical_Keyword_25 | Medical_Keyword_26 | Medical_Keyword_27 | Medical_Keyword_28 | Medical_Keyword_29 | Medical_Keyword_30 | Medical_Keyword_31 | Medical_Keyword_32 | Medical_Keyword_33 | Medical_Keyword_34 | Medical_Keyword_35 | Medical_Keyword_36 | Medical_Keyword_37 | Medical_Keyword_38 | Medical_Keyword_39 | Medical_Keyword_40 | Medical_Keyword_41 | Medical_Keyword_42 | Medical_Keyword_43 | Medical_Keyword_44 | Medical_Keyword_45 | Medical_Keyword_46 | Medical_Keyword_47 | Medical_Keyword_48 | Response | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 59371 | 1.0 | 112 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 2 | 2 | 3 | NaN | 2 | 2 | 3 | 1 | 1 | 2 | 3 | NaN | 3 | 3 | 1 | 3 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6 |
| 59372 | 4.0 | 112 | 2 | 1 | 1 | 1 | 2 | 2 | 2 | NaN | 3 | 2 | 1 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 1 | NaN | 1 | 3 | 3 | 1 | 1 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 2 |
| 59373 | 1.0 | 261 | 2 | 1 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | 182.0 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 1 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 59374 | 68.0 | 491 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 3 | NaN | 2 | 2 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 3 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 |
| 59375 | NaN | 162 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 2 | 2 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 1 | 1 | 3 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 59376 | 0.0 | 261 | 2 | 1 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | 32.0 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 |
| 59377 | 24.0 | 491 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 2 | 2 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 3 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 |
| 59378 | NaN | 162 | 2 | 2 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 2 | 2 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 1 | 1 | 3 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 59379 | 0.0 | 16 | 2 | 1 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 1 | 3 | 240.0 | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | NaN | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 1 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8 |
| 59380 | NaN | 162 | 3 | 1 | 1 | 3 | 2 | 2 | 2 | NaN | 3 | 2 | 3 | 3 | NaN | 1 | 3 | 1 | 1 | 2 | 1 | 2 | 3 | 8.0 | 1 | 3 | 3 | 1 | 3 | 2 | 3 | NaN | 3 | 3 | 1 | 2 | 2 | 1 | 3 | 3 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7 |